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pandas",{"path":227,"title":228,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fcreating-pivot-tables-from-excel-data\u002Frun-an-abc-xyz-inventory-classification","Run an ABC-XYZ Inventory Classification",{"path":230,"title":231,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fcreating-pivot-tables-from-excel-data\u002Fsort-pivot-rows-in-a-custom-order-with-pandas","Sort Pivot Rows in a Custom Order with pandas",{"path":233,"title":234,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fcreating-pivot-tables-from-excel-data\u002Fturn-a-pivot-table-into-a-heatmap-in-excel","Turn a Pivot Table into a Heatmap in Excel",{"path":236,"title":237,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fcreating-pivot-tables-from-excel-data\u002Funpivot-a-wide-excel-sheet-with-pandas-melt","Unpivot a Wide Excel Sheet with pandas 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pandas",{"path":251,"title":252,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fchoose-switch-and-ifs-equivalents-in-pandas","CHOOSE, SWITCH and IFS Equivalents in pandas",{"path":254,"title":255,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fcorrel-and-linest-equivalents-in-python","CORREL and LINEST Equivalents in Python",{"path":257,"title":258,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fcountif-and-countifs-equivalent-in-pandas","COUNTIF and COUNTIFS Equivalent in pandas",{"path":260,"title":261,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Feomonth-and-edate-equivalents-in-pandas","EOMONTH and EDATE Equivalents in pandas",{"path":263,"title":264,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fexact-and-case-sensitive-comparisons-in-pandas","EXACT and Case-Sensitive Comparisons in pandas",{"path":266,"title":267,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fexcel-if-formulas-as-pandas-conditional-columns","Excel IF Formulas as pandas Conditional Columns",{"path":269,"title":270,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fexcel-text-function-equivalent-in-pandas","Excel TEXT Function Equivalent in pandas",{"path":272,"title":273,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fexcel-text-functions-left-right-mid-and-concat-in-pandas","Excel Text Functions LEFT, RIGHT, MID and CONCAT in pandas",{"path":275,"title":276,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Ffind-search-and-substitute-equivalents-in-pandas","FIND, SEARCH and SUBSTITUTE Equivalents in pandas",{"path":278,"title":279,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fforecast-trend-and-slope-equivalents-in-python","FORECAST, TREND, SLOPE and RSQ Equivalents in Python",{"path":281,"title":282,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Ffv-pv-rate-and-nper-equivalents-in-python","FV, PV, RATE and NPER Equivalents in Python",{"path":284,"title":285,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fgoal-seek-in-python-instead-of-excel","Goal Seek in Python Instead of Excel",{"path":287,"title":288,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fgroupby-and-pivotby-function-equivalents-in-pandas","Excel GROUPBY and PIVOTBY Function Equivalents in pandas",{"path":290,"title":291,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fiferror-and-isna-equivalents-in-pandas","IFERROR, IFNA, ISNA and ISNUMBER Equivalents in pandas",{"path":293,"title":294,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Findex-match-equivalent-in-pandas","INDEX MATCH Equivalent in pandas",{"path":296,"title":297,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Findirect-and-offset-equivalents-in-pandas","INDIRECT and OFFSET Equivalents in pandas",{"path":299,"title":300,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fipmt-ppmt-effect-and-nominal-equivalents-in-python","IPMT, PPMT, EFFECT and NOMINAL Equivalents in Python",{"path":302,"title":303,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fmatch-excel-rounding-in-pandas","Match Excel Rounding in pandas",{"path":305,"title":306,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fmedian-mode-and-quartile-equivalents-in-pandas","MEDIAN, MODE and QUARTILE Equivalents in pandas",{"path":308,"title":309,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fpmt-npv-and-irr-in-python","PMT, NPV, IRR and XIRR Excel Functions in Python",{"path":311,"title":312,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Frank-and-percentile-formulas-in-pandas","RANK and PERCENTILE Formulas in pandas",{"path":314,"title":315,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fregexextract-regextest-and-regexreplace-equivalents-in-pandas","REGEXTEST, REGEXEXTRACT and REGEXREPLACE Equivalents in pandas",{"path":317,"title":318,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Freplace-excel-solver-with-python","Replace Excel Solver with Python",{"path":320,"title":321,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fround-roundup-mround-and-ceiling-equivalents-in-python","ROUND, ROUNDUP, MROUND and CEILING Equivalents in Python",{"path":323,"title":324,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Frunning-totals-and-year-over-year-growth-in-pandas","Running Totals and Year-Over-Year Growth in pandas",{"path":326,"title":327,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fscan-reduce-and-map-equivalents-in-pandas","SCAN, REDUCE, MAP and BYROW Equivalents in pandas",{"path":329,"title":330,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fsequence-and-randarray-equivalents-in-python","SEQUENCE and RANDARRAY Equivalents in Python",{"path":332,"title":333,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fsln-db-and-ddb-depreciation-functions-in-python","SLN, DB and DDB Depreciation Functions in Python",{"path":335,"title":336,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fstdev-and-var-equivalents-in-pandas","STDEV.S, STDEV.P, VAR.S and VAR.P in pandas and NumPy",{"path":338,"title":339,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fsubtotal-and-aggregate-equivalents-in-pandas","SUBTOTAL and AGGREGATE Equivalents in pandas",{"path":341,"title":342,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fsumif-and-sumifs-equivalent-in-pandas","SUMIF and SUMIFS Equivalent in pandas",{"path":344,"title":345,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fsumproduct-and-weighted-average-in-pandas","SUMPRODUCT and Weighted Averages in pandas",{"path":347,"title":348,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Ftextbefore-textafter-and-textsplit-equivalents-in-pandas","TEXTBEFORE, TEXTAFTER and TEXTSPLIT Equivalents in pandas",{"path":350,"title":351,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Ftextjoin-equivalent-in-pandas","TEXTJOIN Equivalent in pandas (Join Values per Group)",{"path":353,"title":354,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Funique-sort-and-filter-equivalents-in-pandas","UNIQUE, SORT and FILTER Equivalents in pandas",{"path":356,"title":357,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fvstack-hstack-take-and-choosecols-equivalents-in-pandas","VSTACK, HSTACK, TAKE and CHOOSECOLS Equivalents in pandas",{"path":359,"title":360,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fxirr-and-xnpv-equivalents-in-python","XIRR and XNPV Equivalents in Python",{"path":362,"title":363,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fxlookup-equivalent-in-pandas","XLOOKUP Equivalent in pandas",{"path":365,"title":366,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fxlookup-with-multiple-criteria-in-pandas","XLOOKUP with Multiple Criteria in pandas",{"path":368,"title":369,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fexcel-formula-equivalents-in-pandas\u002Fyearfrac-and-days360-equivalents-in-python","YEARFRAC and DAYS360 Equivalents in Python",{"path":371,"title":372,"type":11},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets","Extracting Data from Messy Excel Sheets",{"path":374,"title":375,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fcombine-sheets-with-different-layouts-into-one-table","Combine Sheets with Different Layouts into One Table",{"path":377,"title":378,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fextract-hyperlink-urls-from-excel-cells","Extract Hyperlink URLs from Excel Cells with openpyxl",{"path":380,"title":381,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fextract-report-header-fields-from-an-excel-sheet","Extract Report Header Fields from an Excel Sheet with Python",{"path":383,"title":384,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Ffind-the-header-row-in-an-excel-sheet-with-a-shifting-layout","Find the Header Row in an Excel Sheet with a Shifting Layout",{"path":386,"title":387,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fparse-numbers-with-units-in-excel-cells","Parse Numbers with Units in Excel Cells",{"path":389,"title":390,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fparse-records-that-span-multiple-rows-in-excel","Parse Records That Span Multiple Rows in Excel with pandas",{"path":392,"title":393,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fread-a-calendar-style-sheet-into-a-table","Read a Calendar-Style Sheet into a Table",{"path":395,"title":396,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fread-a-sheet-where-records-run-across-columns","Read an Excel Sheet Where Records Run Across Columns",{"path":398,"title":399,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fread-cell-colours-and-font-styles-as-data-with-openpyxl","Read Cell Colours and Font Styles as Data with openpyxl",{"path":401,"title":402,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fread-dropdown-lists-from-an-existing-workbook","Read Dropdown Lists and Validation Rules from an Existing Workbook",{"path":404,"title":405,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fread-excel-with-multi-row-headers-in-pandas","Read Excel with Multi-Row Headers in pandas",{"path":407,"title":408,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fread-multiple-tables-from-one-excel-sheet","Read Multiple Tables from One Excel Sheet",{"path":410,"title":411,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fremove-subtotal-and-total-rows-from-an-excel-export","Remove Subtotal and Total Rows from an Excel Export",{"path":413,"title":414,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fskip-hidden-and-filtered-rows-when-reading-excel","Skip Hidden and Filtered Rows When Reading Excel",{"path":416,"title":417,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fstop-reading-at-notes-and-footers-below-the-data","Stop Reading at Notes and Footers Below the Data",{"path":419,"title":420,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fextracting-data-from-messy-excel-sheets\u002Fturn-a-pivot-table-export-back-into-tidy-data","Turn a Pivot Table Export Back into Tidy Data",{"path":422,"title":423,"type":11},"\u002Fadvanced-data-transformation-and-cleaning\u002Fhandling-missing-data-in-excel-reports","Handling Missing Data in Excel Reports with Pandas",{"path":425,"title":426,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fhandling-missing-data-in-excel-reports\u002Fdrop-rows-with-missing-required-fields-in-pandas","Drop Rows with Missing Required Fields in pandas",{"path":428,"title":429,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fhandling-missing-data-in-excel-reports\u002Ffill-gaps-in-per-item-time-series-with-a-staleness-limit","Fill Gaps in Per-Item Time Series with a Staleness Limit",{"path":431,"title":432,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fhandling-missing-data-in-excel-reports\u002Ffill-missing-values-in-excel-with-pandas-fillna","Fill Missing Values in Excel with Pandas fillna",{"path":434,"title":435,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fhandling-missing-data-in-excel-reports\u002Ffind-and-report-missing-values-in-an-excel-file","Find and Report Missing Values in an Excel File",{"path":437,"title":438,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fhandling-missing-data-in-excel-reports\u002Fflag-rows-with-too-many-missing-values","Flag Rows with Too Many Missing Values",{"path":440,"title":441,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fhandling-missing-data-in-excel-reports\u002Fforward-fill-blank-cells-in-grouped-excel-reports","Forward-Fill Blank Cells in Grouped Excel Reports with pandas",{"path":443,"title":444,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fhandling-missing-data-in-excel-reports\u002Fhow-missing-values-change-sums-averages-and-counts","How Missing Values Change Sums, Averages and Counts",{"path":446,"title":447,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fhandling-missing-data-in-excel-reports\u002Fimpute-missing-values-by-group-with-pandas","Impute Missing Values by Group with pandas",{"path":449,"title":450,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fhandling-missing-data-in-excel-reports\u002Finterpolate-missing-numeric-values-in-excel-data","Interpolate Missing Numeric Values in Excel Data",{"path":452,"title":453,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fhandling-missing-data-in-excel-reports\u002Freplace-placeholder-text-with-nan-in-pandas","Replace Placeholder Text with NaN in pandas",{"path":455,"title":456,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fhandling-missing-data-in-excel-reports\u002Ftell-blank-cells-empty-strings-and-zeros-apart-in-excel-data","Tell Blank Cells, Empty Strings and Zeros Apart in Excel Data",{"path":458,"title":459,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fhandling-missing-data-in-excel-reports\u002Fvisualise-missing-data-patterns-in-an-excel-file","Visualise Missing Data Patterns in an Excel File",{"path":461,"title":462,"type":11},"\u002Fadvanced-data-transformation-and-cleaning\u002Fmerging-and-joining-excel-dataframes","Merging and Joining Excel DataFrames with Pandas",{"path":464,"title":465,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fmerging-and-joining-excel-dataframes\u002Fappend-new-rows-to-a-master-excel-file-without-duplicates","Append New Rows to a Master Excel File Without Duplicates",{"path":467,"title":468,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fmerging-and-joining-excel-dataframes\u002Fconcatenate-excel-sheets-with-different-columns","Concatenate Excel Sheets with Different Columns",{"path":470,"title":471,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fmerging-and-joining-excel-dataframes\u002Fcreate-every-combination-of-two-lists-with-a-cross-join","Create Every Combination of Two Lists with a Cross Join in pandas",{"path":473,"title":474,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fmerging-and-joining-excel-dataframes\u002Ffind-rows-in-one-excel-file-missing-from-another","Find Rows in One Excel File Missing from Another",{"path":476,"title":477,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fmerging-and-joining-excel-dataframes\u002Ffuzzy-match-names-between-two-excel-files-with-python","Fuzzy Match Names Between Two Excel Files with Python",{"path":479,"title":480,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fmerging-and-joining-excel-dataframes\u002Fhandle-many-to-many-lookups-without-duplicating-rows","Handle Many-to-Many Lookups Without Duplicating Rows",{"path":482,"title":483,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fmerging-and-joining-excel-dataframes\u002Fjoin-rows-to-effective-date-ranges-with-pandas","Join Rows to Effective Date Ranges with pandas",{"path":485,"title":486,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fmerging-and-joining-excel-dataframes\u002Flook-up-all-matches-for-a-key-instead-of-the-first","Look Up All Matches for a Key Instead of the First",{"path":488,"title":489,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fmerging-and-joining-excel-dataframes\u002Fmatch-rows-by-nearest-date-with-merge-asof","Match Rows by Nearest Date with pandas merge_asof",{"path":491,"title":492,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fmerging-and-joining-excel-dataframes\u002Fmerge-excel-data-on-multiple-key-columns","Merge Excel Data on Multiple Key Columns with 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Python",{"path":590,"title":591,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Freading-excel-with-polars-and-arrow\u002Fconvert-pandas-excel-code-to-polars","Convert pandas Excel Code to Polars",{"path":593,"title":594,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Freading-excel-with-polars-and-arrow\u002Ffix-schema-and-type-errors-when-reading-excel-with-polars","Fix Schema and Type Errors When Reading Excel with Polars",{"path":596,"title":597,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Freading-excel-with-polars-and-arrow\u002Fjoin-and-pivot-excel-data-with-polars","Join and Pivot Excel Data with Polars",{"path":599,"title":600,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Freading-excel-with-polars-and-arrow\u002Fread-an-excel-file-with-polars-read-excel","Read an Excel File with polars.read_excel",{"path":602,"title":603,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Freading-excel-with-polars-and-arrow\u002Fread-multiple-excel-sheets-with-polars","Read Multiple Excel Sheets with Polars",{"path":605,"title":606,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Freading-excel-with-polars-and-arrow\u002Fscan-and-filter-many-excel-files-lazily-with-polars","Scan and Filter Many Excel Files Lazily with Polars",{"path":608,"title":609,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Freading-excel-with-polars-and-arrow\u002Fspeed-up-pandas-excel-reads-with-the-calamine-engine","Speed Up pandas Excel Reads with the calamine Engine",{"path":611,"title":612,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Freading-excel-with-polars-and-arrow\u002Fuse-polars-window-functions-on-excel-data","Use Polars Window Functions on Excel Data",{"path":614,"title":615,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Freading-excel-with-polars-and-arrow\u002Fwrite-a-polars-dataframe-to-excel-with-formatting","Write a Polars DataFrame to Excel with Formatting",{"path":617,"title":618,"type":11},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python","Validating Excel Data with Python",{"path":620,"title":621,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Fadd-dropdown-data-validation-to-excel-with-openpyxl","Add Dropdown Data Validation to Excel with openpyxl",{"path":623,"title":624,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Fanonymise-personal-data-in-an-excel-file-with-python","Anonymise Personal Data in an Excel File with Python",{"path":626,"title":627,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Fbuild-a-data-quality-scorecard-for-an-excel-file","Build a Data Quality Scorecard for an Excel File",{"path":629,"title":630,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Fcheck-excel-data-types-with-pandas","Check Excel Data Types with pandas",{"path":632,"title":633,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Fcheck-references-between-excel-sheets","Check References Between Excel Sheets with pandas",{"path":635,"title":636,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Fcheck-that-totals-in-a-report-add-up","Check That Totals in a Report Add Up",{"path":638,"title":639,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Fcompare-two-excel-files-for-differences-with-python","Compare Two Excel Files for Differences with Python",{"path":641,"title":642,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Fcreate-dependent-dropdown-lists-in-excel-with-python","Create Dependent Dropdown Lists in Excel with Python",{"path":644,"title":645,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Fdetect-possible-duplicate-invoices","Detect Possible Duplicate Invoices",{"path":647,"title":648,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Fdetect-schema-drift-between-monthly-excel-files","Detect Schema Drift Between Monthly Excel Files",{"path":650,"title":651,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Ffind-duplicate-rows-in-excel-with-python","Find Duplicate Rows in Excel with Python",{"path":653,"title":654,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Ffind-gaps-in-a-numbered-sequence-with-pandas","Find Gaps in a Numbered Sequence with pandas",{"path":656,"title":657,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Fhighlight-invalid-cells-in-excel-with-python","Highlight Invalid Cells in Excel with Python",{"path":659,"title":660,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Fprofile-an-excel-dataset-with-pandas","Profile an Excel Dataset with 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Models",{"path":686,"title":687,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fvalidating-excel-data-with-python\u002Fvalidate-parent-child-codes-in-a-hierarchy","Validate Parent-Child Codes in a Hierarchy",{"path":689,"title":690,"type":11},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data","Working with Dates and Times in Excel Data",{"path":692,"title":693,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data\u002Fbuild-a-4-4-5-fiscal-calendar-with-pandas","Build a 4-4-5 Fiscal Calendar with pandas",{"path":695,"title":696,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data\u002Fbuild-a-date-table-for-excel-reports-with-pandas","Build a Date Table for Excel Reports with 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Dates",{"path":722,"title":723,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data\u002Fconvert-unix-timestamps-to-excel-dates-with-pandas","Convert Unix Timestamps to Excel Dates with pandas",{"path":725,"title":726,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data\u002Fconvert-year-week-codes-to-dates-with-pandas","Convert Year-Week Codes to Dates with pandas",{"path":728,"title":729,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data\u002Fcreate-a-shift-calendar-with-rotating-patterns","Create a Shift Calendar with Rotating Patterns",{"path":731,"title":732,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data\u002Fexpand-date-ranges-into-one-row-per-day-with-pandas","Expand Date Ranges into One Row per Day with pandas",{"path":734,"title":735,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data\u002Ffill-missing-dates-in-a-time-series-with-pandas","Fill Missing Dates in a Time Series from Excel with pandas",{"path":737,"title":738,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data\u002Ffind-overlapping-date-ranges-with-pandas","Find Overlapping Date Ranges with pandas",{"path":740,"title":741,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data\u002Ffix-excel-serial-numbers-showing-instead-of-dates","Fix Excel Serial Numbers Showing Instead of Dates",{"path":743,"title":744,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data\u002Ffix-mixed-day-first-and-month-first-dates-in-excel-data","Fix Mixed Day-First and Month-First Dates in Excel Data",{"path":746,"title":747,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data\u002Fflag-public-holidays-in-excel-data-with-python","Flag Public Holidays in Excel Data with Python",{"path":749,"title":750,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data\u002Fgroup-excel-data-by-fiscal-year-and-iso-week","Group Excel Data by Fiscal Year and ISO Week with pandas",{"path":752,"title":753,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data\u002Fgroup-excel-rows-by-month-and-quarter-with-pandas","Group Excel Rows by Month and Quarter with pandas",{"path":755,"title":756,"type":15},"\u002Fadvanced-data-transformation-and-cleaning\u002Fworking-with-dates-and-times-in-excel-data\u002Fhandle-daylight-saving-time-in-excel-timestamps","Handle Daylight Saving Time in Excel 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xlsxwriter",{"path":1610,"title":1611,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fbuilding-excel-reports-with-xlsxwriter\u002Fwrite-a-million-rows-to-excel-with-xlsxwriter-constant-memory","Write a Million Rows to Excel with xlsxwriter",{"path":1613,"title":1614,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fbuilding-excel-reports-with-xlsxwriter\u002Fwrite-an-excel-table-with-formula-columns-using-xlsxwriter","Write an Excel Table with Formula Columns Using XlsxWriter",{"path":1616,"title":1617,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fbuilding-excel-reports-with-xlsxwriter\u002Fwrite-dates-times-and-durations-with-xlsxwriter","Write Dates, Times and Durations with XlsxWriter",{"path":1619,"title":1620,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fbuilding-excel-reports-with-xlsxwriter\u002Fwrite-rich-text-in-a-cell-with-xlsxwriter","Write Rich Text with Mixed Formats in One Cell with xlsxwriter",{"path":1622,"title":1623,"type":11},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl","Creating Charts in Excel with openpyxl",{"path":1625,"title":1626,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fadd-a-combo-chart-with-a-secondary-axis-in-openpyxl","Add a Combo Chart with a Secondary Axis in openpyxl",{"path":1628,"title":1629,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fadd-a-data-table-below-an-excel-chart","Add a Data Table Below an Excel Chart",{"path":1631,"title":1632,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fadd-a-trendline-to-an-excel-chart-with-python","Add a Trendline to an Excel Chart with Python",{"path":1634,"title":1635,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fadd-error-bars-to-an-excel-chart-with-openpyxl","Add Error Bars to an Excel Chart with openpyxl",{"path":1637,"title":1638,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fadd-line-chart-to-excel-report-with-python","Add a Line Chart to an Excel Report with Python",{"path":1640,"title":1641,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-box-and-whisker-chart-in-excel-with-python","Create a Box and Whisker Chart in Excel with Python",{"path":1643,"title":1644,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-bubble-chart-with-openpyxl","Create a Bubble Chart in Excel with openpyxl",{"path":1646,"title":1647,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-bullet-chart-in-excel-with-python","Create a Bullet Chart in Excel with Python",{"path":1649,"title":1650,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-butterfly-chart-in-excel-with-python","Create a Butterfly Chart in Excel with Python",{"path":1652,"title":1653,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-doughnut-chart-with-openpyxl","Create a Doughnut Chart with openpyxl",{"path":1655,"title":1656,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-dumbbell-chart-in-excel-with-python","Create a Dumbbell Chart in Excel with Python",{"path":1658,"title":1659,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-funnel-chart-in-excel-with-python","Create a Funnel Chart in Excel with Python",{"path":1661,"title":1662,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-gantt-chart-in-excel-with-python","Create a Gantt Chart in Excel with Python",{"path":1664,"title":1665,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-gauge-chart-in-excel-with-python","Create a Gauge Chart in Excel with Python",{"path":1667,"title":1668,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-histogram-in-excel-with-python","Create a Histogram in Excel with Python",{"path":1670,"title":1671,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-pie-chart-in-excel-with-openpyxl","Create a Pie Chart in Excel with openpyxl",{"path":1673,"title":1674,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-radar-chart-with-openpyxl","Create a Radar Chart with openpyxl",{"path":1676,"title":1677,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-scatter-chart-in-excel-with-openpyxl","Create a Scatter Chart in Excel with openpyxl",{"path":1679,"title":1680,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-slope-chart-in-excel-with-python","Create a Slope Chart in Excel with Python",{"path":1682,"title":1683,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-stacked-column-chart-with-openpyxl","Create a Stacked Column Chart with openpyxl",{"path":1685,"title":1686,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-step-chart-in-excel-with-python","Create a Step Chart in Excel with Python",{"path":1688,"title":1689,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-stock-chart-with-openpyxl","Create a Stock Chart with openpyxl",{"path":1691,"title":1692,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-a-waffle-or-progress-chart-in-excel","Create a Waffle or Progress Chart in Excel",{"path":1694,"title":1695,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-an-area-chart-with-openpyxl","Create an Area Chart in Excel with openpyxl",{"path":1697,"title":1698,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-bar-chart-in-excel-with-openpyxl","Create a Bar Chart in Excel with openpyxl",{"path":1700,"title":1701,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fcreate-one-chart-per-group-with-openpyxl","Create One Chart per Group with openpyxl",{"path":1703,"title":1704,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fformat-chart-axes-with-openpyxl","Format Chart Axes with openpyxl",{"path":1706,"title":1707,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fmake-an-excel-chart-grow-with-its-data","Make an Excel Chart Grow with Its Data",{"path":1709,"title":1710,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fplot-a-chart-from-non-adjacent-columns","Plot a Chart from Non-Adjacent Columns",{"path":1712,"title":1713,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fput-a-chart-on-its-own-chartsheet-with-openpyxl","Put a Chart on Its Own Chartsheet with openpyxl",{"path":1715,"title":1716,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fshade-a-target-band-behind-a-line-chart","Shade a Target Band Behind a Line Chart",{"path":1718,"title":1719,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fshow-negative-bars-in-a-different-colour","Show Negative Bars in a Different Colour",{"path":1721,"title":1722,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fstyle-chart-colors-and-data-labels-with-openpyxl","Style Chart Colours and Data Labels with openpyxl",{"path":1724,"title":1725,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fuse-a-date-axis-in-an-excel-chart-with-openpyxl","Use a Date Axis in an Excel Chart with openpyxl",{"path":1727,"title":1728,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-charts-in-excel-with-openpyxl\u002Fuse-multi-level-category-labels-in-an-excel-chart","Use Multi-Level Category Labels in an Excel Chart",{"path":1730,"title":1731,"type":11},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-excel-tables-and-autofilters-with-python","Creating Excel Tables and Autofilters with Python",{"path":1733,"title":1734,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-excel-tables-and-autofilters-with-python\u002Fadd-a-total-row-to-an-excel-table","Add a Total Row to an Excel Table with Python",{"path":1736,"title":1737,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-excel-tables-and-autofilters-with-python\u002Fadd-an-autofilter-to-an-excel-sheet-with-openpyxl","Add an Autofilter to an Excel Sheet with openpyxl",{"path":1739,"title":1740,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-excel-tables-and-autofilters-with-python\u002Fadd-calculated-columns-to-an-excel-table-with-python","Add Calculated Columns to an Excel Table with Python",{"path":1742,"title":1743,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-excel-tables-and-autofilters-with-python\u002Fappend-rows-to-an-excel-table-and-resize-it","Append Rows to an Excel Table and Resize It with openpyxl",{"path":1745,"title":1746,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-excel-tables-and-autofilters-with-python\u002Fapply-autofilter-criteria-and-hide-rows","Apply Autofilter Criteria and Hide the Filtered Rows with openpyxl",{"path":1748,"title":1749,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-excel-tables-and-autofilters-with-python\u002Fchoose-and-customise-excel-table-styles-with-python","Choose and Customise Excel Table Styles with Python",{"path":1751,"title":1752,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-excel-tables-and-autofilters-with-python\u002Fconvert-an-excel-table-back-to-a-normal-range","Convert an Excel Table Back to a Normal Range",{"path":1754,"title":1755,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-excel-tables-and-autofilters-with-python\u002Fconvert-several-ranges-into-excel-tables-at-once","Convert Several Ranges into Excel Tables at Once",{"path":1757,"title":1758,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-excel-tables-and-autofilters-with-python\u002Fcreate-an-excel-table-with-python","Create an Excel Table with Python",{"path":1760,"title":1761,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-excel-tables-and-autofilters-with-python\u002Fgroup-and-outline-rows-in-excel-with-openpyxl","Group and Outline Rows in Excel with openpyxl",{"path":1763,"title":1764,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-excel-tables-and-autofilters-with-python\u002Fread-an-excel-table-by-name-into-pandas","Read an Excel Table by Name into pandas",{"path":1766,"title":1767,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-excel-tables-and-autofilters-with-python\u002Frename-and-restyle-existing-excel-tables","Rename and Restyle Existing Excel Tables",{"path":1769,"title":1770,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fcreating-excel-tables-and-autofilters-with-python\u002Fsort-excel-rows-with-python-before-writing","Sort Excel Rows with Python Before Writing",{"path":1772,"title":1773,"type":11},"\u002Fformatting-and-charting-excel-reports-with-python\u002Finserting-images-and-logos-into-excel","Inserting Images and Logos into Excel",{"path":1775,"title":1776,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Finserting-images-and-logos-into-excel\u002Fadd-a-watermark-to-an-excel-sheet","Add a Watermark to an Excel Sheet with Python",{"path":1778,"title":1779,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Finserting-images-and-logos-into-excel\u002Fadd-logo-image-to-excel-report-with-openpyxl","Add a Logo Image to an Excel Report with openpyxl",{"path":1781,"title":1782,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Finserting-images-and-logos-into-excel\u002Fbuild-a-product-catalog-with-images-in-excel","Build a Product Catalog with Images in Excel",{"path":1784,"title":1785,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Finserting-images-and-logos-into-excel\u002Fembed-a-matplotlib-chart-in-an-excel-report","Embed a matplotlib Chart in an Excel Report",{"path":1787,"title":1788,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Finserting-images-and-logos-into-excel\u002Fembed-images-inside-cells-with-xlsxwriter","Embed Images Inside Cells with xlsxwriter",{"path":1790,"title":1791,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Finserting-images-and-logos-into-excel\u002Fexport-an-excel-chart-as-an-image","Export an Excel Chart as an Image with Python",{"path":1793,"title":1794,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Finserting-images-and-logos-into-excel\u002Fextract-images-from-an-excel-file-with-python","Extract Images from an Excel File with Python",{"path":1796,"title":1797,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Finserting-images-and-logos-into-excel\u002Fgenerate-qr-codes-and-barcodes-in-excel-with-python","Generate QR Codes and Barcodes in Excel with Python",{"path":1799,"title":1800,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Finserting-images-and-logos-into-excel\u002Finsert-an-image-from-memory-into-excel","Insert an Image from Memory into Excel with Python",{"path":1802,"title":1803,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Finserting-images-and-logos-into-excel\u002Frender-an-excel-range-as-an-image","Render an Excel Range as an Image with Python",{"path":1805,"title":1806,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Finserting-images-and-logos-into-excel\u002Fresize-and-position-images-in-excel-with-openpyxl","Resize and Position Images in Excel with openpyxl",{"path":1808,"title":1809,"type":11},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fprotecting-and-sharing-excel-workbooks","Protecting and Sharing Excel Workbooks",{"path":1811,"title":1812,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fprotecting-and-sharing-excel-workbooks\u002Fadd-comments-and-notes-to-excel-cells-with-python","Add Comments and Notes to Excel Cells with Python",{"path":1814,"title":1815,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fprotecting-and-sharing-excel-workbooks\u002Fhide-sheets-rows-and-columns-with-openpyxl","Hide Sheets, Rows and Columns with openpyxl",{"path":1817,"title":1818,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fprotecting-and-sharing-excel-workbooks\u002Flet-different-people-edit-different-ranges","Let Different People Edit Different Ranges",{"path":1820,"title":1821,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fprotecting-and-sharing-excel-workbooks\u002Flock-cells-and-protect-a-sheet-with-openpyxl","Lock Cells and Protect a Sheet with openpyxl",{"path":1823,"title":1824,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fprotecting-and-sharing-excel-workbooks\u002Fmake-an-excel-file-open-read-only-recommended","Make an Excel File Open Read-Only Recommended",{"path":1826,"title":1827,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fprotecting-and-sharing-excel-workbooks\u002Fmake-an-excel-report-accessible","Make an Excel Report Accessible with Python",{"path":1829,"title":1830,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fprotecting-and-sharing-excel-workbooks\u002Fopen-a-password-protected-excel-file-with-python","Open a Password-Protected Excel File with Python",{"path":1832,"title":1833,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fprotecting-and-sharing-excel-workbooks\u002Fpassword-protect-an-excel-file-with-python","Password Protect an Excel File with Python",{"path":1835,"title":1836,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fprotecting-and-sharing-excel-workbooks\u002Fprotect-workbook-structure-with-openpyxl","Protect Workbook Structure with openpyxl",{"path":1838,"title":1839,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fprotecting-and-sharing-excel-workbooks\u002Fremove-hidden-data-before-sharing-an-excel-file","Remove Hidden Data Before Sharing an Excel File",{"path":1841,"title":1842,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fprotecting-and-sharing-excel-workbooks\u002Fremove-sheet-protection-with-openpyxl","Remove Sheet Protection from a Workbook You Own with openpyxl",{"path":1844,"title":1845,"type":11},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl","Styling Excel Cells with openpyxl",{"path":1847,"title":1848,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fadd-alternating-row-colors-with-openpyxl","Add Alternating Row Colors with openpyxl",{"path":1850,"title":1851,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fadd-borders-to-a-range-with-openpyxl","Add Borders to a Range with openpyxl",{"path":1853,"title":1854,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fadd-hyperlinks-to-excel-cells-with-python","Add Hyperlinks to Excel Cells with Python",{"path":1856,"title":1857,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fapply-a-reusable-style-theme-across-an-excel-report","Apply a Reusable Style Theme Across an Excel Report",{"path":1859,"title":1860,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fapply-built-in-cell-styles-like-good-bad-and-neutral","Apply Built-In Cell Styles Like Good, Bad and Neutral",{"path":1862,"title":1863,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fapply-gradient-and-pattern-fills-with-openpyxl","Apply Gradient and Pattern Fills with openpyxl",{"path":1865,"title":1866,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fbuild-a-calendar-sheet-in-excel-with-python","Build a Calendar Sheet in Excel with Python",{"path":1868,"title":1869,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fchange-the-default-font-of-an-excel-workbook-with-python","Change the Default Font of an Excel Workbook with Python",{"path":1871,"title":1872,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Ffreeze-header-row-in-excel-with-openpyxl","Freeze the Header Row in Excel with openpyxl",{"path":1874,"title":1875,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fhide-gridlines-and-set-zoom-with-openpyxl","Hide Gridlines and Set the Zoom Level with openpyxl",{"path":1877,"title":1878,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Findent-cells-to-show-a-hierarchy-with-openpyxl","Indent Cells to Show a Hierarchy with openpyxl",{"path":1880,"title":1881,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Finsert-page-breaks-between-groups-with-openpyxl","Insert Page Breaks Between Groups with openpyxl",{"path":1883,"title":1884,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fmerge-cells-and-centre-a-report-title-with-openpyxl","Merge Cells and Centre a Report Title with openpyxl",{"path":1886,"title":1887,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Frotate-text-in-excel-cells-with-openpyxl","Rotate Text in Excel Cells with openpyxl",{"path":1889,"title":1890,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fset-column-width-and-row-height-in-openpyxl","Set Column Width and Row Height in openpyxl",{"path":1892,"title":1893,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fset-print-area-and-page-setup-with-openpyxl","Set the Print Area and Page Setup with openpyxl",{"path":1895,"title":1896,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fstyle-whole-columns-and-rows-efficiently-with-openpyxl","Style Whole Columns and Rows Efficiently with openpyxl",{"path":1898,"title":1899,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fwrap-text-and-align-cells-with-openpyxl","Wrap Text and Align Cells with openpyxl",{"path":1901,"title":1902,"type":15},"\u002Fformatting-and-charting-excel-reports-with-python\u002Fstyling-excel-cells-with-openpyxl\u002Fwrite-rich-text-in-a-cell-with-openpyxl","Write Rich Text in a Cell with openpyxl",{"path":1904,"title":1905,"type":7},"\u002Fgetting-started-with-python-excel-automation","Getting Started with Python Excel Automation",{"path":1907,"title":1908,"type":11},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-com-and-pywin32","Automating Excel with COM and pywin32",{"path":1910,"title":1911,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-com-and-pywin32\u002Fadd-a-vba-macro-to-a-workbook-with-xlsxwriter","Add a VBA Macro to a Workbook with xlsxwriter",{"path":1913,"title":1914,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-com-and-pywin32\u002Fautomate-excel-on-macos-with-python","Automate Excel on macOS with Python",{"path":1916,"title":1917,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-com-and-pywin32\u002Fclose-excel-cleanly-and-avoid-orphan-com-processes","Close Excel Cleanly and Avoid Orphan COM Processes",{"path":1919,"title":1920,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-com-and-pywin32\u002Fextract-vba-macro-code-from-an-excel-file","Extract VBA Macro Code from an Excel File",{"path":1922,"title":1923,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-com-and-pywin32\u002Fhandle-com-errors-and-excel-dialog-prompts-in-python","Handle COM Errors and Excel Dialog Prompts in Python",{"path":1925,"title":1926,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-com-and-pywin32\u002Fprint-an-excel-workbook-from-python-with-win32com","Print an Excel Workbook from Python with win32com",{"path":1928,"title":1929,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-com-and-pywin32\u002Fread-and-write-cell-ranges-with-win32com","Read and Write Cell Ranges with win32com",{"path":1931,"title":1932,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-com-and-pywin32\u002Frefresh-excel-data-connections-and-recalculate-with-win32com","Refresh Excel Data Connections and Recalculate with win32com",{"path":1934,"title":1935,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-com-and-pywin32\u002Frun-an-excel-macro-from-python-with-win32com","Run an Excel Macro from Python with win32com",{"path":1937,"title":1938,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-com-and-pywin32\u002Frun-excel-com-automation-from-task-scheduler","Run Excel COM Automation from Task Scheduler Without a Logged-In User",{"path":1940,"title":1941,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-com-and-pywin32\u002Fsave-a-workbook-in-another-format-with-win32com","Save a Workbook in Another Format with win32com",{"path":1943,"title":1944,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-com-and-pywin32\u002Fxlwings-vs-pywin32-for-excel-automation","xlwings vs pywin32 for Excel Automation",{"path":1946,"title":1947,"type":11},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-xlwings-basics","Automating Excel With xlwings: The Basics",{"path":1949,"title":1950,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-xlwings-basics\u002Fcall-python-from-excel-with-xlwings-udf","Call Python from Excel with an xlwings UDF",{"path":1952,"title":1953,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-xlwings-basics\u002Fcontrol-how-xlwings-converts-dataframes-and-ranges","Control How xlwings Converts DataFrames and Ranges",{"path":1955,"title":1956,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-xlwings-basics\u002Fformat-cells-in-a-live-workbook-with-xlwings","Format Cells in a Live Workbook with xlwings",{"path":1958,"title":1959,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-xlwings-basics\u002Finsert-a-matplotlib-plot-into-a-live-workbook-with-xlwings","Insert a matplotlib Plot into a Live Workbook with xlwings",{"path":1961,"title":1962,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-xlwings-basics\u002Fread-and-write-a-live-excel-workbook-with-xlwings","Read and Write a Live Excel Workbook with xlwings",{"path":1964,"title":1965,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-xlwings-basics\u002Frefresh-pivot-tables-and-queries-in-excel-with-python","Refresh Excel Pivot Tables and Queries with Python",{"path":1967,"title":1968,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-xlwings-basics\u002Frun-python-from-an-excel-button-with-xlwings","Run Python from an Excel Button with xlwings RunPython",{"path":1970,"title":1971,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-xlwings-basics\u002Fspeed-up-xlwings-with-bulk-reads-and-writes","Speed Up xlwings with Bulk Reads and Writes",{"path":1973,"title":1974,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-xlwings-basics\u002Fwork-with-named-ranges-and-tables-in-xlwings","Work with Named Ranges and Tables in xlwings",{"path":1976,"title":1977,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fautomating-excel-with-xlwings-basics\u002Fxlwings-run-macro-from-python-example","xlwings: Run a VBA Macro From Python (Example)",{"path":1979,"title":1980,"type":11},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library","Choosing a Python Excel Library",{"path":1982,"title":1983,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library\u002Fbenchmark-python-excel-read-and-write-speed","Benchmark Python Excel Read and Write Speed",{"path":1985,"title":1986,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library\u002Fexcel-vs-csv-vs-parquet-for-python-data-pipelines","Excel vs CSV vs Parquet for Python Data Pipelines",{"path":1988,"title":1989,"type":1990},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library\u002Fgoogle-sheets-vs-excel-files-for-python-automation","Google Sheets vs Excel Files for Python Automation","comparison",{"path":1992,"title":1993,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library\u002Flightweight-python-excel-libraries-compared","Lightweight Python Excel Libraries Compared",{"path":1995,"title":1996,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library\u002Fopenpyxl-vs-pandas-for-excel-automation","openpyxl vs pandas for Excel Automation",{"path":1998,"title":1999,"type":1990},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library\u002Fpandas-vs-duckdb-for-excel-data","pandas vs DuckDB for Excel Data",{"path":2001,"title":2002,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library\u002Fpandas-vs-polars-for-excel-workflows","pandas vs Polars for Excel Workflows",{"path":2004,"title":2005,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library\u002Fpick-an-excel-engine-for-xlsx-xlsm-xls-xlsb-and-ods","Pick an Excel Engine for .xlsx, .xlsm, .xls, .xlsb and .ods",{"path":2007,"title":2008,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library\u002Fpython-vs-office-scripts-for-excel-automation","Python vs Office Scripts for Excel Automation",{"path":2010,"title":2011,"type":1990},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library\u002Fpython-vs-power-automate-for-report-workflows","Python vs Power Automate for Report Workflows",{"path":2013,"title":2014,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library\u002Fpython-vs-power-query-for-cleaning-excel-data","Python vs Power Query for Cleaning Excel Data",{"path":2016,"title":2017,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library\u002Fpython-vs-vba-for-excel-automation","Python vs VBA for Excel Automation",{"path":2019,"title":2020,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library\u002Ftranslate-common-vba-macros-to-python","Translate Common VBA Macros to Python",{"path":2022,"title":2023,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fchoosing-a-python-excel-library\u002Fwhen-to-use-xlwings-instead-of-openpyxl","When to Use xlwings Instead of openpyxl",{"path":2025,"title":2026,"type":11},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions","Handling Excel File Formats and Conversions",{"path":2028,"title":2029,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fautomate-libreoffice-calc-from-python-with-uno","Automate LibreOffice Calc from Python with UNO",{"path":2031,"title":2032,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fconvert-an-excel-sheet-to-a-latex-table","Convert an Excel Sheet to a LaTeX Table with Python",{"path":2034,"title":2035,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fconvert-an-excel-sheet-to-a-markdown-table","Convert an Excel Sheet to a Markdown Table with Python",{"path":2037,"title":2038,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fconvert-an-excel-sheet-to-an-html-table","Convert an Excel Sheet to an HTML Table with Python",{"path":2040,"title":2041,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fconvert-an-excel-sheet-to-json-with-python","Convert an Excel Sheet to JSON with Python",{"path":2043,"title":2044,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fconvert-csv-files-to-excel-with-python","Convert CSV Files to Excel with Python",{"path":2046,"title":2047,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fconvert-excel-sheets-to-yaml-or-toml-config","Convert Excel Sheets to YAML or TOML Config",{"path":2049,"title":2050,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fconvert-fixed-width-text-files-to-excel-with-pandas","Convert Fixed-Width Text Files to Excel with pandas",{"path":2052,"title":2053,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fconvert-word-document-tables-to-excel-with-python","Convert Word Document Tables to Excel with Python",{"path":2055,"title":2056,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fconvert-xls-to-xlsx-with-python","Convert .xls to .xlsx with Python",{"path":2058,"title":2059,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fconvert-xml-to-excel-with-pandas","Convert XML to Excel with pandas read_xml",{"path":2061,"title":2062,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fcreate-calendar-events-from-an-excel-sheet","Create Calendar Events from an Excel Sheet with Python",{"path":2064,"title":2065,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fextract-tables-from-a-pdf-into-excel-with-python","Extract Tables from a PDF into Excel with Python",{"path":2067,"title":2068,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Finspect-the-xml-inside-an-xlsx-file-with-python","Inspect the XML Inside an .xlsx File with Python",{"path":2070,"title":2071,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fread-an-excel-file-from-a-url-or-bytes-in-python","Read an Excel File from a URL or Bytes in Python",{"path":2073,"title":2074,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fread-and-write-ods-files-with-python","Read and Write .ods Files with Python",{"path":2076,"title":2077,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fread-apple-numbers-files-in-python","Read Apple Numbers Files in Python",{"path":2079,"title":2080,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fread-csv-exports-with-semicolons-and-decimal-commas","Read European CSV Exports with Semicolons and Decimal Commas",{"path":2082,"title":2083,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fread-excel-2003-xml-spreadsheet-files","Read Excel 2003 XML Spreadsheet Files",{"path":2085,"title":2086,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fread-strict-open-xml-excel-files-in-python","Read Strict Open XML Excel Files in Python",{"path":2088,"title":2089,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fread-xls-files-in-python-with-xlrd-and-pandas","Read .xls Files in Python with xlrd and pandas",{"path":2091,"title":2092,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fread-xlsb-files-in-python","Read Binary .xlsb Excel Files in Python",{"path":2094,"title":2095,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fsave-a-workbook-as-an-excel-template-with-python","Save a Workbook as an Excel Template with Python",{"path":2097,"title":2098,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fwork-with-macro-enabled-xlsm-files-in-openpyxl","Work with Macro-Enabled .xlsm Files in openpyxl",{"path":2100,"title":2101,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fhandling-excel-file-formats-and-conversions\u002Fwrite-csv-files-that-open-correctly-in-excel","Write CSV Files That Open Correctly in Excel",{"path":2103,"title":2104,"type":11},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas","Reading Excel Files with Pandas",{"path":2106,"title":2107,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Fhandle-merged-cells-when-reading-excel-with-pandas","Handle Merged Cells When Reading Excel with pandas",{"path":2109,"title":2110,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Fhow-to-read-excel-with-pandas-step-by-step","How to Read Excel Files With Pandas: A Step-by-Step Guide",{"path":2112,"title":2113,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Fkeep-leading-zeros-when-reading-excel-with-pandas","Keep Leading Zeros When Reading Excel with pandas",{"path":2115,"title":2116,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Flist-sheet-names-and-column-headers-without-loading-data","List Sheet Names and Column Headers Without Loading the Data",{"path":2118,"title":2119,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Fread-a-cell-range-into-a-pandas-dataframe","Read a Cell Range Like B3:F20 into a pandas DataFrame",{"path":2121,"title":2122,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Fread-a-named-range-into-pandas","Read a Named Range into pandas",{"path":2124,"title":2125,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Fread-an-excel-file-that-is-open-in-excel","Read an Excel File That Is Open in Excel",{"path":2127,"title":2128,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Fread-boolean-columns-from-excel-with-pandas","Read Yes\u002FNo and TRUE\u002FFALSE Columns as Booleans with pandas",{"path":2130,"title":2131,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Fread-excel-files-inside-a-zip-archive-with-python","Read Excel Files Inside a ZIP Archive with Python",{"path":2133,"title":2134,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Fread-excel-sheets-whose-names-change-with-pandas","Read Excel Sheets Whose Names Change with pandas",{"path":2136,"title":2137,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Fread-only-some-rows-of-an-excel-file-with-pandas","Read Only Some Rows of an Excel File with pandas",{"path":2139,"title":2140,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Fread-specific-columns-from-excel-with-pandas","Read Specific Columns From Excel With Pandas",{"path":2142,"title":2143,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Fskip-rows-and-set-header-when-reading-excel-with-pandas","Skip Rows and Set the Header When Reading Excel with pandas",{"path":2145,"title":2146,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Fuse-converters-when-reading-excel-with-pandas","Use Converters When Reading Excel with pandas",{"path":2148,"title":2149,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Freading-excel-files-with-pandas\u002Fuse-nullable-dtypes-when-reading-excel-with-pandas","Use Nullable Data Types When Reading Excel with pandas",{"path":2151,"title":2152,"type":11},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors","Troubleshooting Common Python Excel Errors",{"path":2154,"title":2155,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-at-least-one-sheet-must-be-visible-error","Fix \"At least one sheet must be visible\" in openpyxl and pandas",{"path":2157,"title":2158,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-badzipfile-error-when-reading-excel-in-python","Fix BadZipFile When Reading an Excel File in Python",{"path":2160,"title":2161,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-cannot-convert-to-excel-valueerror","Fix \"ValueError: Cannot convert to Excel\" in openpyxl",{"path":2163,"title":2164,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-could-not-convert-string-to-float-in-excel-data","Fix \"Could Not Convert String to Float\" in Excel Data",{"path":2166,"title":2167,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-data-validation-extension-is-not-supported-warning","Fix the \"Data Validation extension is not supported\" Warning in openpyxl",{"path":2169,"title":2170,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-duplicate-column-names-when-reading-excel","Fix Duplicate Column Names When Reading Excel with pandas",{"path":2172,"title":2173,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-excel-does-not-support-timezones-in-datetimes","Fix \"Excel does not support datetimes with timezones\" in pandas",{"path":2175,"title":2176,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-excel-file-format-cannot-be-determined-in-pandas","Fix \"Excel File Format Cannot Be Determined\" in pandas",{"path":2178,"title":2179,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-excel-file-format-or-extension-is-not-valid","Fix \"Excel Cannot Open the File Because the File Format or Extension Is Not Valid\"",{"path":2181,"title":2182,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-excel-repaired-content-after-writing-with-python","Fix \"Excel Found Unreadable Content\" After Writing with Python",{"path":2184,"title":2185,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-excelwriter-has-no-attribute-save","Fix \"ExcelWriter object has no attribute save\" in pandas",{"path":2187,"title":2188,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-floating-point-noise-in-excel-output","Fix Floating-Point Noise Like 0.1 + 0.2 ≠ 0.3 in Excel Output",{"path":2190,"title":2191,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-formula-cells-reading-as-nan-in-pandas","Fix Formula Cells Reading as NaN (or 0) in pandas",{"path":2193,"title":2194,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-formulas-showing-as-text-in-excel-output","Fix Formulas Showing as Text in Excel Output from Python",{"path":2196,"title":2197,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-hash-marks-showing-instead-of-values-in-excel","Fix #### Showing Instead of Values in Excel Output",{"path":2199,"title":2200,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-illegalcharactererror-when-writing-excel-with-openpyxl","Fix IllegalCharacterError When Writing Excel with openpyxl",{"path":2202,"title":2203,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-invalid-worksheet-name-errors","Fix Invalid Worksheet Name Errors When Writing Excel",{"path":2205,"title":2206,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-keyerror-from-spaces-in-excel-column-names","Fix KeyError from Spaces in Excel Column Names",{"path":2208,"title":2209,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-largezipfile-error-in-xlsxwriter","Fix \"Filesize would require ZIP64 extensions\" (LargeZipFile) in XlsxWriter",{"path":2211,"title":2212,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-long-id-numbers-losing-digits-in-excel","Fix Long ID Numbers Losing Digits or Turning into 1.23E+18 in Excel",{"path":2214,"title":2215,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-mergedcell-value-is-read-only-in-openpyxl","Fix \"MergedCell object attribute value is read-only\" in openpyxl",{"path":2217,"title":2218,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-missing-optional-dependency-openpyxl","Fix \"Missing optional dependency 'openpyxl'\" in pandas",{"path":2220,"title":2221,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-name-error-for-new-excel-functions-written-by-python","Fix #NAME? in Formulas Written from Python (XLOOKUP, TEXTJOIN, IFS)",{"path":2223,"title":2224,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-nonetype-errors-when-reading-cells-with-openpyxl","Fix NoneType Errors When Reading Cells with openpyxl",{"path":2226,"title":2227,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-number-stored-as-text-warnings-in-excel-output","Fix \"Number Stored as Text\" Warnings in Excel Output",{"path":2229,"title":2230,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-openpyxl-does-not-support-the-old-xls-format","Fix \"openpyxl does not support the old .xls file format\"",{"path":2232,"title":2233,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-openpyxl-max-row-counting-empty-rows","Fix openpyxl max_row Counting Empty Rows",{"path":2235,"title":2236,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-openpyxl-typeerror-expected-class","Fix openpyxl \"TypeError: expected \u003Cclass ...>\"",{"path":2238,"title":2239,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-openpyxl-value-must-be-one-of-errors","Fix openpyxl \"Value must be one of\" and \"Max value is\" Errors",{"path":2241,"title":2242,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-overflowerror-date-value-out-of-range-when-reading-excel","Fix \"OverflowError: date value out of range\" When Reading Excel",{"path":2244,"title":2245,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-pandas-futurewarnings-in-excel-pipelines","Fix pandas FutureWarnings in Excel Pipelines",{"path":2247,"title":2248,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-read-excel-returning-an-empty-dataframe","Fix read_excel Returning an Empty DataFrame",{"path":2250,"title":2251,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-readonlyworksheet-has-no-attribute-errors-in-openpyxl","Fix ReadOnlyWorksheet Has No Attribute Errors in openpyxl",{"path":2253,"title":2254,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-sheet-already-exists-errors-in-pandas-excelwriter","Fix \"Sheet Already Exists\" Errors in pandas ExcelWriter",{"path":2256,"title":2257,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-text-truncated-at-32767-characters-in-excel","Fix Text Truncated at 32,767 Characters in Excel Output",{"path":2259,"title":2260,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-this-sheet-is-too-large-error","Fix \"This sheet is too large\" When Writing Excel with pandas",{"path":2262,"title":2263,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-timestamp-is-not-json-serializable-when-exporting-excel-data","Fix \"Object of type Timestamp is not JSON serializable\" When Exporting Excel Data",{"path":2265,"title":2266,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-unicodedecodeerror-when-reading-csv-files-saved-by-excel","Fix UnicodeDecodeError When Reading CSV Files Saved by Excel",{"path":2268,"title":2269,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-unnamed-0-columns-when-reading-excel","Fix \"Unnamed: 0\" Columns When Reading Excel with pandas",{"path":2271,"title":2272,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-usecols-do-not-match-columns-error-in-pandas","Fix \"Usecols do not match columns\" in pandas read_excel",{"path":2274,"title":2275,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-valueerror-io-operation-on-closed-file-with-excelwriter","Fix \"ValueError: I\u002FO operation on closed file\" with ExcelWriter",{"path":2277,"title":2278,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-win32com-gen-py-attributeerror","Fix the win32com gen_py AttributeError (CLSIDToClassMap)",{"path":2280,"title":2281,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-workbook-contains-no-default-style-warning","Fix \"Workbook contains no default style\" Warning in openpyxl",{"path":2283,"title":2284,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-worksheet-does-not-exist-keyerror-in-openpyxl","Fix \"Worksheet Does Not Exist\" KeyError in openpyxl",{"path":2286,"title":2287,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-worksheet-index-0-is-invalid-0-worksheets-found","Fix \"Worksheet index 0 is invalid, 0 worksheets found\"",{"path":2289,"title":2290,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-wrong-sheet-order-after-writing-with-pandas","Fix Wrong Sheet Order After Writing with pandas",{"path":2292,"title":2293,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-xlrderror-excel-xlsx-file-not-supported","Fix \"XLRDError: Excel xlsx file; not supported\" in Python",{"path":2295,"title":2296,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-xlsxwriter-exception-caught-in-workbook-destructor","Fix xlsxwriter \"Exception caught in workbook destructor\"",{"path":2298,"title":2299,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Ftroubleshooting-common-python-excel-errors\u002Ffix-xlsxwriter-overwriting-an-existing-workbook","Fix XlsxWriter Overwriting an Existing Workbook",{"path":2301,"title":2302,"type":11},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation","Using openpyxl for Excel File Manipulation",{"path":2304,"title":2305,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fclear-cell-contents-and-formatting-with-openpyxl","Clear Cell Contents and Formatting with openpyxl",{"path":2307,"title":2308,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fconvert-column-letters-and-numbers-with-openpyxl","Convert Excel Column Letters and Numbers in Python",{"path":2310,"title":2311,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fcopy-cell-styles-with-openpyxl","Copy Cell Styles from One Cell to Another with openpyxl",{"path":2313,"title":2314,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fdelete-empty-rows-and-columns-with-openpyxl","Delete Empty Rows and Columns with openpyxl",{"path":2316,"title":2317,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Ffind-and-replace-text-in-excel-with-openpyxl","Find and Replace Text in Excel with openpyxl",{"path":2319,"title":2320,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Ffind-the-last-row-with-data-in-openpyxl","Find the Last Row with Data in openpyxl",{"path":2322,"title":2323,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fhow-openpyxl-stores-python-values-in-cells","How openpyxl Stores Python Values: Types, Dates and None",{"path":2325,"title":2326,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Finsert-and-delete-rows-and-columns-with-openpyxl","Insert and Delete Rows and Columns with openpyxl",{"path":2328,"title":2329,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fiterate-over-rows-and-columns-with-openpyxl","Iterate over Rows and Columns with openpyxl",{"path":2331,"title":2332,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fmerge-repeated-group-labels-into-single-cells-with-openpyxl","Merge Repeated Group Labels into Single Cells with openpyxl",{"path":2334,"title":2335,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fmove-a-range-of-cells-with-openpyxl","Move a Range of Cells with openpyxl move_range",{"path":2337,"title":2338,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fopenpyxl-append-data-to-existing-excel-sheet","openpyxl: Append Data to an Existing Excel Sheet",{"path":2340,"title":2341,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fread-cell-value-from-excel-with-openpyxl","Read a Cell Value From Excel With openpyxl",{"path":2343,"title":2344,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fread-excel-rows-into-dictionaries-with-openpyxl","Read Excel Rows into Dictionaries with openpyxl",{"path":2346,"title":2347,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fset-the-active-sheet-and-tab-colour-with-openpyxl","Set the Active Sheet, Selected Cell and Tab Colours with openpyxl",{"path":2349,"title":2350,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fset-workbook-properties-with-python","Set Workbook Properties Like Author and Title with Python",{"path":2352,"title":2353,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Ftranspose-a-range-of-cells-with-openpyxl","Transpose a Range of Cells with openpyxl",{"path":2355,"title":2356,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Funmerge-cells-and-fill-values-with-openpyxl","Unmerge Cells and Fill the Values with openpyxl",{"path":2358,"title":2359,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fuse-theme-colours-and-tints-in-openpyxl","Use Theme Colours and Tints in openpyxl",{"path":2361,"title":2362,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-openpyxl-for-excel-file-manipulation\u002Fwhat-openpyxl-loses-when-saving-an-existing-workbook","What openpyxl Loses When You Save an Existing Workbook",{"path":2364,"title":2365,"type":11},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-python-in-excel","Using Python in Excel",{"path":2367,"title":2368,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-python-in-excel\u002Fclean-data-with-pandas-in-python-in-excel","Clean Data with pandas in Python in Excel",{"path":2370,"title":2371,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-python-in-excel\u002Ffix-python-in-excel-errors","Fix Python in Excel Errors",{"path":2373,"title":2374,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-python-in-excel\u002Fforecast-a-time-series-with-python-in-excel","Forecast a Time Series with Python in Excel",{"path":2376,"title":2377,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-python-in-excel\u002Fget-external-data-into-python-in-excel","Get External Data into Python in Excel with Power Query",{"path":2379,"title":2380,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-python-in-excel\u002Fplot-charts-with-matplotlib-in-python-in-excel","Plot Charts with matplotlib in Python in Excel",{"path":2382,"title":2383,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-python-in-excel\u002Fpython-in-excel-vs-openpyxl-and-xlwings","Python in Excel vs openpyxl and xlwings",{"path":2385,"title":2386,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-python-in-excel\u002Freference-cells-ranges-and-tables-with-xl-in-python-in-excel","Reference Cells, Ranges and Tables with xl() in Python in Excel",{"path":2388,"title":2389,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-python-in-excel\u002Freturn-dataframes-and-values-from-python-in-excel-cells","Return DataFrames and Values from Python in Excel Cells",{"path":2391,"title":2392,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fusing-python-in-excel\u002Frun-a-regression-with-python-in-excel","Run a Regression with Python in Excel",{"path":2394,"title":2395,"type":11},"\u002Fgetting-started-with-python-excel-automation\u002Fworking-with-excel-formulas-in-python","Working with Excel Formulas in Python",{"path":2397,"title":2398,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fworking-with-excel-formulas-in-python\u002Fadd-sum-and-average-formulas-with-python","Add SUM and AVERAGE Formulas with Python",{"path":2400,"title":2401,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fworking-with-excel-formulas-in-python\u002Faudit-every-formula-in-a-workbook-with-python","Audit Every Formula in a Workbook with Python",{"path":2403,"title":2404,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fworking-with-excel-formulas-in-python\u002Fconvert-excel-formulas-to-values-with-python","Convert Excel Formulas to Values with Python",{"path":2406,"title":2407,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fworking-with-excel-formulas-in-python\u002Fcopy-formula-down-a-column-in-openpyxl","Copy a Formula Down a Column in openpyxl",{"path":2409,"title":2410,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fworking-with-excel-formulas-in-python\u002Fcreate-named-range-in-excel-with-openpyxl","Create a Named Range in Excel with 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Output",{"path":2508,"title":2509,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fwriting-dataframes-to-excel-with-pandas\u002Fexport-a-styled-pandas-dataframe-to-excel","Export a Styled pandas DataFrame to Excel",{"path":2511,"title":2512,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fwriting-dataframes-to-excel-with-pandas\u002Fhow-pandas-data-types-are-written-to-excel-cells","How pandas Data Types Are Written to Excel Cells",{"path":2514,"title":2515,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fwriting-dataframes-to-excel-with-pandas\u002Fopenpyxl-vs-xlsxwriter-vs-pandas-excelwriter","openpyxl vs xlsxwriter vs pandas.ExcelWriter",{"path":2517,"title":2518,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fwriting-dataframes-to-excel-with-pandas\u002Fround-numbers-for-excel-output-float-format-vs-number-formats","Round Numbers for Excel Output: float_format vs Number Formats",{"path":2520,"title":2521,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fwriting-dataframes-to-excel-with-pandas\u002Fwrite-a-dataframe-to-a-specific-cell-in-excel","Write a DataFrame to a Specific Cell in Excel with pandas",{"path":2523,"title":2524,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fwriting-dataframes-to-excel-with-pandas\u002Fwrite-a-list-of-dictionaries-to-excel-without-pandas","Write a List of Dictionaries to Excel Without pandas",{"path":2526,"title":2527,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fwriting-dataframes-to-excel-with-pandas\u002Fwrite-a-multiindex-dataframe-to-excel","Write a MultiIndex DataFrame to Excel with pandas",{"path":2529,"title":2530,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fwriting-dataframes-to-excel-with-pandas\u002Fwrite-clickable-links-from-a-dataframe-to-excel","Write Clickable Links from a DataFrame Column to Excel",{"path":2532,"title":2533,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fwriting-dataframes-to-excel-with-pandas\u002Fwrite-dates-without-time-from-pandas-to-excel","Write Dates Without the Time Part from pandas to Excel",{"path":2535,"title":2536,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fwriting-dataframes-to-excel-with-pandas\u002Fwrite-excel-formulas-from-a-pandas-dataframe","Write Excel Formulas from a pandas DataFrame",{"path":2538,"title":2539,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fwriting-dataframes-to-excel-with-pandas\u002Fwrite-grouped-data-with-blank-rows-between-groups","Write Grouped Data with Blank Rows Between Groups",{"path":2541,"title":2542,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fwriting-dataframes-to-excel-with-pandas\u002Fwrite-pandas-dataframe-to-excel-without-index","Write a Pandas DataFrame to Excel Without the Index",{"path":2544,"title":2545,"type":15},"\u002Fgetting-started-with-python-excel-automation\u002Fwriting-dataframes-to-excel-with-pandas\u002Fwrite-very-wide-dataframes-to-excel","Write Very Wide DataFrames to Excel",1790972052270]