Pgfplots | Skills Pool
Pgfplots LaTeX pgfplots package for data visualization and plotting. Use when helping users create line plots, bar charts, scatter plots, histograms, 3D surfaces, or any scientific/data plot in LaTeX.
igbuend 4 stars Feb 12, 2026 Occupation Categories Data Analysis pgfplots — Data Visualization & Plotting
CTAN: https://ctan.org/pkg/pgfplots
Manual: texdoc pgfplots
Setup
\usepackage{pgfplots}
\pgfplotsset{compat=1.18} % ALWAYS set this — enables latest features
% Optional libraries
\usepgfplotslibrary{fillbetween, groupplots, statistics, colorbrewer, polar}
Basic Plot
\begin{tikzpicture}
\begin{axis}[
xlabel={$x$},
ylabel={$f(x)$},
title={My Plot},
grid=major,
]
\addplot[blue, thick, domain=-3:3, samples=100] {x^2};
\addlegend{$x^2$}
\end{axis}
\end{tikzpicture}
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stars 4
Updated Feb 12, 2026
Occupation
Axis Environments Environment Description axisStandard linear axes semilogxaxisLog scale on x-axis semilogyaxisLog scale on y-axis loglogaxisLog scale on both axes polaraxisPolar coordinates (requires polar library)
Axis Options Reference Option Example Description xlabelxlabel={Time (s)}X-axis label ylabelylabel={Voltage}Y-axis label titletitle={Results}Plot title xmin/xmaxxmin=0, xmax=10Axis limits ymin/ymaxymin=-1, ymax=1Axis limits domaindomain=0:2*piDefault plot domain samplessamples=200Default sample count gridgrid=majormajor, minor, both, nonelegend poslegend pos=north westLegend placement width/heightwidth=10cmAxis dimensions axis linesaxis lines=middlebox, left, middle, noneenlargelimitsenlargelimits=0.1Pad axis range xtickxtick={0,1,...,5}Custom tick positions xticklabelsxticklabels={A,B,C}Custom tick labels x tick label stylex tick label style={rotate=45}Tick label formatting legend stylelegend style={at={(0.5,-0.2)}}Legend customization cycle list namecycle list name=color listColor cycling scaled ticksscaled ticks=falseDisable tick scaling restrict y to domainrestrict y to domain=-10:10Clip extreme values
Plot Types & Examples
Line Plot (from expression) \begin{axis}[domain=0:2*pi, samples=100, grid=major,
legend pos=south west]
\addplot[blue, thick] {sin(deg(x))};
\addplot[red, thick, dashed] {cos(deg(x))};
\legend{$\sin(x)$, $\cos(x)$}
\end{axis}
Line Plot (from data) \begin{axis}[xlabel=Year, ylabel=Value]
\addplot coordinates {
(2018, 10) (2019, 15) (2020, 12) (2021, 20) (2022, 25)
};
\end{axis}
Scatter Plot \begin{axis}[only marks, xlabel=$x$, ylabel=$y$]
\addplot[mark=*, blue] coordinates {
(1,2) (2,3.5) (3,2.8) (4,5.1) (5,4.2)
};
% Or with mark options:
\addplot+[mark=o, mark size=3pt, red] coordinates { ... };
\end{axis}
Bar Chart \begin{axis}[
ybar, % vertical bars (xbar for horizontal)
symbolic x coords={A, B, C, D},
xtick=data,
ylabel={Count},
nodes near coords, % value labels on bars
bar width=15pt,
]
\addplot coordinates {(A,20) (B,35) (C,30) (D,15)};
\addplot coordinates {(A,25) (B,20) (C,40) (D,10)};
\legend{2022, 2023}
\end{axis}
Stacked Bar \begin{axis}[ybar stacked, symbolic x coords={Q1,Q2,Q3,Q4}, xtick=data]
\addplot coordinates {(Q1,10) (Q2,15) (Q3,12) (Q4,18)};
\addplot coordinates {(Q1,8) (Q2,10) (Q3,15) (Q4,12)};
\legend{Product A, Product B}
\end{axis}
Histogram \usepgfplotslibrary{statistics}
\begin{axis}[ybar interval, ylabel=Frequency, xlabel=Value]
\addplot+[hist={bins=10, data min=0, data max=100}]
table[y index=0] {data.csv};
\end{axis}
Box Plot \usepgfplotslibrary{statistics}
\begin{axis}[boxplot/draw direction=y]
\addplot[boxplot prepared={
lower whisker=2, lower quartile=4,
median=6, upper quartile=8, upper whisker=10
}] coordinates {};
\end{axis}
Area / Fill Between \usepgfplotslibrary{fillbetween}
\begin{axis}
\addplot[name path=upper, blue, thick, domain=0:4] {x^2};
\addplot[name path=lower, red, thick, domain=0:4] {x};
\addplot[fill=blue!10] fill between[of=upper and lower, soft clip={domain=1:3}];
\end{axis}
Error Bars \begin{axis}
\addplot+[error bars/.cd, y dir=both, y explicit]
coordinates {
(1, 2) +- (0, 0.5)
(2, 4) +- (0, 0.8)
(3, 3) +- (0, 0.3)
};
\end{axis}
3D Surface \begin{axis}[view={45}{30}, xlabel=$x$, ylabel=$y$, zlabel=$z$,
colormap/viridis]
\addplot3[surf, domain=-2:2, domain y=-2:2, samples=25]
{exp(-x^2 - y^2)};
\end{axis}
3D Mesh \begin{axis}[view={60}{30}]
\addplot3[mesh, domain=-2:2, domain y=-2:2, samples=20]
{sin(deg(x)) * cos(deg(y))};
\end{axis}
Contour \begin{axis}[view={0}{90}] % top-down view
\addplot3[contour filled, domain=-2:2, domain y=-2:2, samples=30]
{exp(-x^2 - y^2)};
\end{axis}
Parametric Plot \begin{axis}[axis equal]
\addplot[domain=0:360, samples=100, thick, blue]
({cos(x)}, {sin(x)}); % circle
\end{axis}
Polar Plot \usepgfplotslibrary{polar}
\begin{polaraxis}
\addplot[domain=0:360, samples=100, thick]
{1 + cos(x)}; % cardioid
\end{polaraxis}
Data from Files % CSV file: data.csv
% x, y
% 1, 2.3
% 2, 4.1
% ...
\begin{axis}
\addplot table[col sep=comma, x=x, y=y] {data.csv};
% TSV (default separator is space/tab)
\addplot table[x index=0, y index=1] {data.tsv};
% With expression on column
\addplot table[x=time, y expr=\thisrow{value}*100] {data.csv};
\end{axis}
Color Maps % Built-in colormaps
colormap/hot, colormap/cool, colormap/viridis,
colormap/bluered, colormap/greenyellow, colormap/jet
% Custom
\pgfplotsset{
colormap={mymap}{rgb255(0cm)=(0,0,180); rgb255(1cm)=(0,180,0); rgb255(2cm)=(180,0,0)}
}
% Colorbar
\begin{axis}[colorbar, colormap/viridis]
Multiple Axes \begin{tikzpicture}
\begin{axis}[
axis y line*=left, xlabel=Time, ylabel=Temperature,
ymin=0, ymax=100,
]
\addplot[blue, thick] coordinates {(1,20)(2,40)(3,60)(4,80)};
\label{plot:temp}
\end{axis}
\begin{axis}[
axis y line*=right, axis x line=none,
ylabel=Pressure, ymin=0, ymax=10,
]
\addplot[red, thick, dashed] coordinates {(1,2)(2,5)(3,3)(4,8)};
\label{plot:press}
\end{axis}
\end{tikzpicture}
Group Plots \usepgfplotslibrary{groupplots}
\begin{tikzpicture}
\begin{groupplot}[
group style={group size=2 by 2, horizontal sep=1.5cm, vertical sep=1.5cm},
width=6cm, height=5cm,
]
\nextgroupplot[title=Plot 1]
\addplot {x};
\nextgroupplot[title=Plot 2]
\addplot {x^2};
\nextgroupplot[title=Plot 3]
\addplot {sqrt(x)};
\nextgroupplot[title=Plot 4]
\addplot {ln(x)};
\end{groupplot}
\end{tikzpicture}
Annotations \begin{axis}
\addplot[blue, thick, domain=0:5] {x^2};
% Pin annotation
\node[pin=60:{Maximum}] at (axis cs:4, 16) {};
% Arrow annotation
\draw[->, thick] (axis cs:2, 10) -- (axis cs:3, 9)
node[above, pos=0] {Note};
% Vertical line
\draw[dashed, gray] (axis cs:2.5, 0) -- (axis cs:2.5, 25);
% Horizontal band
\draw[fill=red!10, draw=none] (axis cs:0,5) rectangle (axis cs:5,10);
% Text node
\node at (axis cs:1, 20) {$f(x) = x^2$};
\end{axis}
Mark Options Mark Description *Filled circle oOpen circle square*Filled square squareOpen square triangle*Filled triangle diamond*Filled diamond xCross +Plus starStar noneNo marks
\addplot+[mark=triangle*, mark size=3pt, mark options={fill=red}] ...;
Common Pitfalls Problem Cause Fix "Dimension too large" Large values or domain Use restrict y to domain, check domain Missing compat warning No \pgfplotsset{compat=..} Add \pgfplotsset{compat=1.18} Trig functions wrong pgfplots uses degrees Use sin(deg(x)) for radians input Bars overlapping Multiple bar plots without grouping Use ybar with bar shift or legend Legend in wrong spot Default position Set legend pos=north west etc. 3D plot too slow Too many samples Reduce samples for 3D Axis labels cut off Tight bounding box Use trim axis left/right or increase margins Fill between fails Paths not named Add name path=A to each plot CSV column error Wrong separator Set col sep=comma for CSV files \addlegendentry orderMust follow its \addplot Put legend entry right after its plot
02
Setup
Data Analysis
Data Analyst SQL, pandas, and statistical analysis expertise for data exploration and insights.
Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis,
or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.