Graphs, Charts & Visualizations Service

Complex data requires clear, precise, and visually appealing representation. Dr. Arup Giri’s Visualizations Service transforms your raw datasets into sophisticated, publication-ready graphs and charts that effectively communicate your analytical findings.

Whether you need specialized water quality diagrams (Piper, Gibbs, Durov) or standard statistical visualizers (Heatmaps, Tornado charts, PCA plots), we accurately plot your data to meet exact journal specifications.

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Why it matters

Peer reviewers often analyze figures and charts before reading the full text. Cluttered, inaccurate, or poorly formatted diagrams can severely obscure your results and lead to rejection. Professional data visualization proves your analytical competence and makes your findings instantly accessible.

Our process includes

Sample copy of diagrams & Charts

Frequently asked question

Q1. What does figure and table formatting include?

We adjust fonts, alignment, numbering, legends, captions, and resolution to comply with your journal’s submission standards.

Yes. You can send your figures in any common format (Excel, PowerPoint, JPEG, TIFF, etc.), and we’ll ensure journal-compliant presentation.

Yes, minor enhancements are included. However, if major redesigning is needed, we’ll inform you in advance.

We ensure your figures and tables meet all technical publication standards: high resolution, appropriate font sizing, consistent styling, correct legend/caption placement, and compliance with the journal’s specific guidelines. Basically, we make your data look professional.

We will attempt to optimize them for the required journal resolution. However, if the source files are extremely low-quality, we can only enhance them so much—we can’t generate data that isn’t there!

Yes. Our service includes relevant visual outputs (like bar plots with error bars) to complement the statistical tables and result interpretation.

Yes, we tailor output tables and graphs according to your journal or institutional format.

We design professional bar charts, pie charts, line graphs, box plots, and heatmaps, etc (Please see the attached template).

Yes, all visuals are high-resolution and formatted as per journal aesthetic and size guidelines.

Yes, composite figure preparation is available upon request for multi-panel journal figures.

Heavens, no. We create high-resolution scientific visualizations (bar, pie, box, line, heatmaps, scatter plots, etc.) that are customized for journal aesthetics—clear, clean, and publication-ready.

The price covers the professional creation or re-design of up to 5 distinct charts or graphs.

No. We create high-resolution scientific visualizations (bar, pie, box, line, heatmaps, scatter plots, etc.) that are customized for journal aesthetics—clear, clean, and publication-ready. We cover 16+ specific models, including Biochemical Pathways, Gibbs Diagrams, and Tornado charts.

Each diagram is priced at ₹199, and the visualizations are delivered within two (2) working days.

We adjust fonts, alignment, numbering, legends, captions, and resolution to comply with your journal’s submission standards. We ensure your figures and tables meet all technical publication standards: high resolution, appropriate font sizing, consistent styling, correct legend/caption placement, and compliance with the journal’s specific guidelines. Basically, we make your data look professional.

Yes. You can send your figures in any common format (Excel, PowerPoint, JPEG, TIFF, etc.), and we’ll ensure journal-compliant presentation.

We will attempt to optimize them for the required journal resolution. However, if the source files are extremely low-quality, we can only enhance them so much—we can’t generate data that isn’t there!. Minor enhancements are included. However, if major redesigning is needed, we’ll inform you in advance.

The ₹300 rate covers up to 5 items. Each additional set of 5 figures/tables would be an extra ₹300. We will confirm the exact count and cost with you before we start.

Yes, absolutely. We maintain strict confidentiality protocols for all submitted research. Your files are handled securely, never shared with third parties, and are permanently deleted from our active servers shortly after your order is successfully fulfilled.

All prices on our platform are listed in Indian Rupees (INR) (₹).

Our Guarantee

Data Integrity

We guarantee absolute fidelity to your raw data; we plot your charts precisely without manipulating or altering your results.

Aesthetic Customization

We guarantee high-resolution rendering tailored to the specific color schemes and formatting rules of your target publication.

Timely Delivery

We guarantee your custom scientific diagrams will be delivered within two (2) working days.

Graphs, Charts & Visualizations Service Order Form

Select the required visualization type, upload your data, and complete your secure payment to receive publication-ready graphs and charts within 2 working days.


Terms and Conditions: Graphs, Charts & Visualizations Service

Welcome to Outreach Services by Dr. Arup Giri (https://arupgiri.com). The following Terms and Conditions govern your use of our Graphs, Charts & Visualizations Service. By submitting your data for visual creation, you explicitly agree to the terms outlined below.

1. Description of Service

Our Graphs, Charts & Visualizations service is designed to transform your raw data into high-resolution, publication-ready scientific visuals (such as bar charts, pie charts, box plots, line graphs, heatmaps, and scatter plots). Our team customizes these visuals to comply strictly with the aesthetic and technical guidelines (font size, line weight, color palette, and resolution) of your target journal.

2. Pricing and Scope of Work

  • Base Rate: The standard fee (₹400) covers the creation of up to 5 distinct charts or graphs.
  • Definition of an Item: A single chart or graph is considered one item. Multi-panel visualizations (e.g., a figure containing Graph A, Graph B, and Graph C) will be counted based on the number of individual graphs generated (in this example, three items).
  • Additional Items: Any charts required beyond the initial five (5) will incur an additional charge. We will confirm the total count and project cost before commencing work.

3. Author Responsibilities and Input Requirements

To create accurate and compelling visualizations, we require the following from the author:

  • Raw Data: You must provide clear, organized, and finalized raw data in standard formats (e.g., Microsoft Excel (.xlsx), .csv, or SPSS data files).
  • Clear Instructions: You must specify the type of graph required for each dataset (e.g., "Use Sheet 1 to create a grouped bar chart").
  • Target Journal Details: Provide the name of the target journal or a link to their artwork guidelines so we can match their specific aesthetic and dimensional requirements.
  • Labels and Units: You must explicitly provide the correct text for all axis labels, legends, and units of measurement.

4. Data Integrity and Scientific Accuracy (What We Do Not Do)

  • No Data Manipulation: We plot exactly the data you provide. We do not alter data points, clean datasets, run statistical analyses (unless you have purchased our separate Statistical Services), or alter error bars to make the results look more favorable.
  • Author Verification: The final responsibility for the scientific validity of the graph rests entirely with you. You must carefully review the delivered visuals to ensure they accurately represent your research findings before submission. Outreach Services assumes no liability for published errata or retractions resulting from inaccurate data provided by the author.

5. Revision Policy

We want your visuals to perfectly complement your manuscript. The base fee includes:

  • One (1) Round of Minor Revisions: This includes aesthetic adjustments such as changing colors, adjusting font sizes, modifying axis scales, or fixing typographical errors in labels.
  • Major Revisions (New Data): If you discover an error in your own raw data and need the graph regenerated, or if you request a completely different type of chart after the initial one was delivered as requested, this is considered a major revision. Major revisions requiring the graphing of new datasets will incur additional fees.

6. Delivery Formats and Copyright

  • Deliverables: Final visuals will be delivered digitally in high-resolution, journal-compliant formats (typically 300–600 DPI .TIFF, .JPEG, .PNG, or .PDF).
  • Copyright Transfer: Upon delivery and full payment, all copyrights for the final customized graphs are transferred to you. Outreach Services retains no ownership over your data or the resulting specific graphs.

7. Limitation of Liability

  • Outreach Services cannot guarantee that visually compelling charts will result in the acceptance of your manuscript by any journal.
  • In no event shall the total liability of Dr. Arup Giri or Outreach Services for any claims related to this design service exceed the total amount paid by the user for the specific Graphs & Charts order.

8. Modifications to Terms

Dr. Arup Giri reserves the right to modify these Terms and Conditions at any time. Changes will be effective immediately upon posting to arupgiri.com. Continued use of the service constitutes acceptance of any modified terms.